Madeline H. Kowalski

Dictionary learning for integrative, multimodal and scalable single-cell analysis

Yuhan Hao, Tim Stuart, Madeline H. Kowalski et al. · Nature Biotechnology · 2023 · 3.9K citations · Full text

Engineering, Machine Learning, Deep Learning +11

Use of >100,000 NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium whole genome sequences improves imputation quality and detection of rare variant associations in admixed African and Hispanic/Latino populations

Madeline H. Kowalski, Huijun Qian, Ziyi Hou et al. · PLoS Genetics · 2019 · 308 citations · Full text

Dictionary learning for integrative, multimodal, and scalable single-cell analysis

Yuhan Hao, Tim Stuart, Madeline H. Kowalski et al. · 2022 · 280 citations · Full text

Abstract Mapping Single-cell, Machine Learning, Engineering +27

Genome sequencing unveils a regulatory landscape of platelet reactivity

Ali R. Keramati, Ming‐Huei Chen, Benjamin A.T. Rodriguez et al. · Nature Communications · 2021 · 51 citations · Full text

Multiplexed single-cell characterization of alternative polyadenylation regulators

Madeline H. Kowalski, Hans‐Hermann Wessels, Johannes Linder et al. · Cell · 2024 · 38 citations · Full text

Multiplexed Single-cell Characterization, Multiplex Technology, Medicine +3